Table 3.

Classification results (Acc in percentage) with FS

	FS measure
	1	2	3	4	5	6
1_a: c = adh, N = 90 M = 81
LMT	86	86	86	86	86	89
simple CART	86	86	86	86	86	86
RF	87	87	88	87	86	87
1_b: c = adh, N = 90, M = 80
RF	76	78	77	77	79	73
RT	70	77	70	74	71	72
simple CART	70	73	71	73	71	72
2_a: c = med_adh, N = 90, M = 81
SVM	87	92	92	92	92	93
2_b: c = med_adh, N = 90, M = 80
rotation forest	82	87	84	84	84	86
simple CART	82	82	82	82	82	82

Highest Acc in bold. 1: One-R, 2: info gain, 3: gain ratio, 4: Chi square, 5: symmetrical uncertainty, 6: Relief-F.